Code-first (V10.1)¶
July 15, 2024
The DataRobot v10.1 release includes many new features and capabilities for code-first users, described below. See additional details of Release 10.1 in the data and modeling and MLOps release announcements.
Code-first features
| Name | GA | Preview |
|---|---|---|
| Notebooks | ||
| Create schedules for codespaces | ✔ | |
| Convert standalone notebooks into codespaces | ✔ | |
| API enhancements | ||
| Python client v3.5 | ✔ | |
| DataRobot REST API v2.34 | ✔ | |
Notebooks¶
Create schedules for codespaces¶
Now available as a preview feature, you can automate your code-based workflows by scheduling notebooks in codespaces to run on a schedule in non-interactive mode. Scheduling is managed by notebook jobs, and you can only create a new notebook job when your codespace is offline. You can also parameterize a notebook to enhance the automation experience enabled by notebook scheduling. By defining certain values in a codespace as parameters, you can provide inputs for those parameters when a notebook job runs instead of having to continuously modify the notebook itself to change the values for each run.
Preview documentation.
Feature flag ON by default: Enable Codespace Scheduling
Convert standalone notebooks into codespaces¶
Now available as a preview feature, you can now use DataRobot to convert a standalone notebook into a codespace to incorporate additional workflow capabilities such as persistent file storage and Git compatibility. These types of features require a codespace. When converting a notebook, DataRobot maintains a number of notebook assets, including the environment configuration, the notebook contents, scheduled job definitions, and more.
Preview documentation.
Feature flag ON by default: Enable Standalone Notebook to Codespace Conversion
API¶
Python client v3.5¶
v3.5 for DataRobot's Python client is now generally available. For a complete list of changes introduced in v3.5, view the Python client changelog.
DataRobot REST API v2.34¶
DataRobot's v2.34 for the REST API is now generally available. For a complete list of changes introduced in v2.34, view the REST API changelog.
All product and company names are trademarks™ or registered® trademarks of their respective holders. Use of them does not imply any affiliation with or endorsement by them.